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100,851 servers. Updated
20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,852 matching servers on stars, growth, downloads and maintenance. Updated .

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    Enables MCP-capable LLM clients to read browser screenshots captured by the SnapStack extension, stored locally and served over Streamable HTTP.
    3
    52 npm
    1
    MIT
  • A
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    A
    quality
    A
    maintenance
    Enables AI assistants to query and export from the macOS Apple Photos library using natural language, backed by osxphotos.
    21
    780 npm
    30
    MIT
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    An MCP server that wraps the rustypaste API, allowing users to upload text, files, and URLs to a rustypaste instance. It supports features such as single-use links, file expiration, and URL shortening.
    7
    28 npm
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    An MCP server to manage and organize a Calibre ebook library, enabling metadata editing, search, conversion, and more through AI assistants.
    17
    5
    MIT
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    Enables AI assistants to interact with Seafile cloud storage for managing self-hosted files and directories. It supports operations such as reading, writing, moving, and searching across libraries using either account-based or library-specific authentication.
    14
    7
    MIT
  • F
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    An MCP server that automates the SimScale Workbench through a visible Microsoft Edge browser using Playwright, enabling UI-based interactions like navigation, clicking, filling forms, uploading CAD files, and running simulations without the enterprise API.
    13
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    A Model Context Protocol server that converts over 29 file formats, including PDFs, Office documents, and audio, into structured Markdown using Microsoft's MarkItDown library. It enables AI assistants to process diverse document types through single file conversion and batch directory processing.
    3
    80 PyPI
    40
    MIT
  • A
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    maintenance
    Free, open-source 2D nesting for fixed sheets (laser, CNC, plasma, waterjet, fabric): SVG/DXF import, part-in-part nesting across several sheets, validation and export. Runs as an MCP server, on the command line and in the browser.
    5
    1
    MIT
  • A
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    quality
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    maintenance
    Local case-file manager for your own legal matters under German law: documents, parties, timeline, tasks and deadline calculation per §§ 187, 188, 193 BGB. Runs offline with the Python standard library only; write tools act only after explicit user confirmation.
    6
    36
    AGPL 3.0
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    quality
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    maintenance
    Enables any MCP-compatible AI, whether in the browser or running locally, to create and edit projects, run terminal commands and long-running jobs, and optionally use Docker, all guarded by a policy engine, workspace jail, authentication, and audit logging.
    23
    MIT
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    An offline MCP server that allows LLMs or humans to extract and analyze metadata from images using the exifr library, supporting various image formats and metadata segments without external tools.
    11
    40
    BSD 2-Clause "Simplified"
  • F
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    quality
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    maintenance
    Enables AI assistants to search, browse, add, and delete Chrome and Edge bookmarks through the MCP protocol, using a local FastMCP server that directly reads and modifies browser bookmark files.
    5
    -
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    quality
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    Enables local, cross-platform file workflows through batched operations and paginated retrieval of complete results kept on the host, reducing repeated tool calls and context token use while confining access to configured project roots.
    2
    Apache 2.0
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    quality
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    maintenance
    A Python library to build MCP servers with decorators, auto-generating JSON Schema from type hints and including built-in filesystem and HTTP servers.
    3
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Exposes six stdio tools that let MCP clients such as Claude or Cursor seal files and short messages into hybrid post-quantum .arshield envelopes (ML-KEM-768 + X25519, ML-DSA-65 signatures) and open them again using the same keys — passphrase keyfiles or wallet-signature-derived keys — as the browser app.
    MIT
  • A
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    Not graded
    quality
    A
    maintenance
    One shared memory for every AI you use, in plain Markdown files you own. Teach one AI something and the rest know it, with per-AI folder permissions so each assistant only sees what you allow.
    44 npm
    10
    Apache 2.0